Survey Simulation on ESS 9
0.111Wasserstein Distance (WD)DSA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DSALLM=Qwen3-4B2025.10 | 0.111 | 0.007 | |
| DSALLM=Qwen3-32B2025.10 | 0.111 | 0.007 | |
| TKFTLLM=Qwen3-4B2025.10 | 0.128 | 0.011 | |
| TKFTLLM=Qwen3-32B2025.10 | 0.128 | 0.011 | |
| AAELLM=Qwen3-4B2025.10 | 0.132 | 0.012 | |
| TSLLM=-2025.10 | 0.137 | 0.011 | |
| AAELLM=Qwen3-32B2025.10 | 0.139 | 0.011 | |
| DSALLM=Llama3-8B2025.10 | 0.139 | 0.009 | |
| TKFTLLM=Llama3-8B2025.10 | 0.167 | 0.014 | |
| AAELLM=Llama3-8B2025.10 | 0.191 | 0.017 | |
| DirectLLM=Qwen3-4B2025.10 | 0.773 | 0.129 | |
| PELLM=Qwen3-4B2025.10 | 0.803 | 0.124 | |
| DirectLLM=Qwen3-32B2025.10 | 0.929 | 0.161 | |
| PELLM=Qwen3-32B2025.10 | 1.078 | 0.171 | |
| DirectLLM=Llama3-8B2025.10 | 1.101 | 0.184 | |
| PELLM=Llama3-8B2025.10 | 1.179 | 0.178 |